COVID-19 in Italy. Visuals

(alternatively, see results and code together here)

 

Data source: this GitHubi page

Authors and sources mentioned: Editore/Autore del dataset: Dipartimento della Protezione Civile. Categoria ISO 19115: Salute. Dati forniti dal Ministero della Salute.

Regional data files (Dati per Regione):
  • Struttura file giornaliero: dpc-covid19-ita-regioni-yyyymmdd.csv (dpc-covid19-ita-regioni-20200224.csv)
  • File complessivo: dpc-covid19-ita-regioni.csv
  • File ultimi dati (latest): dpc-covid19-ita-regioni-latest.csv

 

Out[4]:

Currently data as of date: 2020-10-22T17:00:00

 

What's in the original dataframe?

Out[5]:

All column names: ['data', 'stato', 'codice_regione', 'denominazione_regione', 'lat', 'long', 'ricoverati_con_sintomi', 'terapia_intensiva', 'totale_ospedalizzati', 'isolamento_domiciliare', 'totale_positivi', 'variazione_totale_positivi', 'nuovi_positivi', 'dimessi_guariti', 'deceduti', 'casi_da_sospetto_diagnostico', 'casi_da_screening', 'totale_casi', 'tamponi', 'casi_testati', 'note']

Out[6]:
data stato codice_regione denominazione_regione lat long ricoverati_con_sintomi terapia_intensiva totale_ospedalizzati isolamento_domiciliare ... variazione_totale_positivi nuovi_positivi dimessi_guariti deceduti casi_da_sospetto_diagnostico casi_da_screening totale_casi tamponi casi_testati note
5077 2020-10-22T17:00:00 ITA 19 Sicilia 38.115697 13.362357 588 89 677 7863 ... 690 796 5649 397 9374.0 5212.0 14586 621996 442472.0 NaN
5078 2020-10-22T17:00:00 ITA 9 Toscana 43.769231 11.255889 524 82 606 12655 ... 1022 1145 12121 1229 20938.0 5673.0 26611 962277 646277.0 Sono stati effettuati 758 tamponi antigenici r...
5079 2020-10-22T17:00:00 ITA 10 Umbria 43.106758 12.388247 171 22 193 3077 ... 315 407 2493 97 2240.0 3620.0 5860 266398 156285.0 NaN
5080 2020-10-22T17:00:00 ITA 2 Valle d'Aosta 45.737503 7.320149 48 3 51 854 ... 74 87 1165 149 1988.0 231.0 2219 36671 23688.0 NaN
5081 2020-10-22T17:00:00 ITA 5 Veneto 45.434905 12.338452 500 59 559 12049 ... 1175 1325 24681 2301 23515.0 16075.0 39590 2192554 854703.0 NaN

5 rows × 21 columns

 

Variable names to English and their explanation

  • HospWithSymptoms : Currently hospitalized patients with symptoms
  • IC : Intensive care
  • HospTotal: Total number of currently hospitalized patients
  • AtHome : Currently at home confinement
  • CurrentlyPositive : Total amount of current positive cases (Hospitalised patients + Home confinement)
  • NewPositives : New amount of positive cases (Actual total amount of current positive cases - total amount of current positive cases of the previous day)
  • TotalCases : Total amount of positive cases
  • NoOfTests : Tests performed
Out[7]:
Date Region Lat Long HospWithSymptoms IC HospTotal AtHome CurrentlyPositive VariationOfPositives NewPositives Recovered Deaths Diagnostico Screening TotalCases NoOfTests casi_testati note Pop
Date
2020-10-18 2020-10-18 Veneto 45.434905 12.338452 378 44 422 9003 9425 685 800 24170 2256 22849.0 13002.0 35851 2145935 836440.0 NaN 4905854
2020-10-19 2020-10-19 Veneto 45.434905 12.338452 396 44 440 9405 9845 420 502 24253 2255 22902.0 13451.0 36353 2150361 838391.0 NaN 4905854
2020-10-20 2020-10-20 Veneto 45.434905 12.338452 459 51 510 9746 10256 411 490 24319 2268 22987.0 13856.0 36843 2158487 841548.0 NaN 4905854
2020-10-21 2020-10-21 Veneto 45.434905 12.338452 439 56 495 10938 11433 1177 1422 24550 2282 23338.0 14927.0 38265 2178114 849385.0 NaN 4905854
2020-10-22 2020-10-22 Veneto 45.434905 12.338452 500 59 559 12049 12608 1175 1325 24681 2301 23515.0 16075.0 39590 2192554 854703.0 NaN 4905854

 

daily numbers & moving averages (MA)

(double click and click on legend to select one or multiple regions in the graph)

 

All regions together